Home / aws-samples / sample-strands-agents-agentskills · skills/file-processing/SKILL.md · GitHub

file-processing skillA

file-processing is agent-read markdown (skill) from aws-samples/sample-strands-agents-agentskills: Process and analyze CSV, JSON, and text files with data transformation, cleaning, analysis, and visualization capabilities.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# File Processing Skill

## Purpose

Process structured data files (CSV, JSON, text) with comprehensive capabilities for data cleaning, transformation, analysis, and export. This skill enables working with data files without requiring users to write code.

## When to Use This Skill

Use this skill when you need to:
- Load and parse CSV or JSON files
- Clean and transform data
- Perform statistical analysis
- Filter, sort, or aggregate data
- Merge or join datasets
- Convert between formats (CSV ↔ JSON)
- Generate summary reports

## Capabilities

### 1. Data Loading

Supported formats:
- **CSV files**: Any delimiter (comma, tab, semicolon, etc.)
- **JSON files**: Single objects or arrays of objects
- **Text files**: Custom delimited formats

### 2. Data Cleaning

Available operations:
- Remove duplicate rows
- Handle missing values (drop, fill, interpolate)
- Normalize text (trim whitespace, standardize case)
- Convert data types
- Remove outliers
- Validate data against rules

### 3. Data Transformation

Available operations:
- **Filter**: Select rows based on conditions
- **Select**: Choose specific columns
- **Sort**: Order by one or more columns
…

Read the whole file at its exact version.

How to install

Latest version
mdr add aws-samples/sample-strands-agents-agentskills/file-processing@git:20260113.c5564fc
Exact content
mdr add aws-samples/sample-strands-agents-agentskills/file-processing@sha256:ace7949d7e49008a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6zlf6iywhowpedrn.svg)](https://markdownregistry.com/a/art_6zlf6iywhowpedrn)

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Versions

versioncommittedcommitsizeaudit
git:20260113.c5564fc latest2026-01-13 c5564fc 6,777 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6777 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

aws-samples/sample-strands-agents-agentskills · 91 stars · license MIT · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6zlf6iywhowpedrn
GET https://markdownregistry.com/api/v1/resolve?ref=aws-samples/sample-strands-agents-agentskills/file-processing
GET https://markdownregistry.com/api/v1/blob/ace7949d7e49008a7d7c473f634006d9aa01b7a34b18490a17cd70a9f2b82dfe

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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